Maya leaned against the cool glass of the museum display, her heart pounding. Her intricate paper cutouts, her labor of love, were framed and illuminated. She’d always dreamt of seeing her art in a space like this. It took her breath away. A surge of joy lifted her from the ground.

She felt a giggle escape her lips. She could barely stand still. She wanted to dance. To scream. To leap into the air. The realization that someone, somewhere, had appreciated her work enough to showcase it in a museum was astounding.

She took another step back, trying to see the collection as though through the eyes of a stranger. Her breath caught in her throat. She had a feeling she’d never forget this moment.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325